8 results on '"Backes, Ben"'
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2. Linkage between Fields of Concentration in High School Career-Technical Education and College Majors. Working Paper No. 269-0722
- Author
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National Center for Analysis of Longitudinal Data in Education Research (CALDER) at American Institutes for Research, Xu, Zeyu, and Backes, Ben
- Abstract
In this descriptive study, we use longitudinal student-level administrative records from 4 cohorts of high school graduates in Kentucky to examine the extent to which students persist and attain post-secondary credentials in the CTE fields of concentration they choose in high school. To our knowledge, this is the first paper to use student-level administrative data to examine how different fields of concentration in high school CTE are related to future postsecondary outcomes. We find that concentrating in a particular CTE field in high school is associated with both continuing on with that same field in college and obtaining a postsecondary credential in that field; this relationship is especially strong in health fields and especially for women in health. The secondary-postsecondary connection is the weakest among students concentrating in occupational fields in high school, who are also the most disadvantaged socioeconomically and academically before high school. Despite the existence of secondary-postsecondary pipelines of career interests, most students enroll and obtain credentials in fields that are "different" from the field of concentration in high school. In addition, relative to students with similar pre-high-school achievement as measured by grades and test scores, we find that CTE concentration in high school is strongly associated with being more likely to enroll in a two-year college and less likely to enroll in a four-year college.
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- 2022
3. Transition Intervention in High School and Pathway through College. Working Paper No. 255-0821
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National Center for Analysis of Longitudinal Data in Education Research (CALDER) at American Institutes for Research, Xu, Zeyu, Backes, Ben, and Goldhaber, Dan
- Abstract
A number of school districts and states have implemented transition intervention programs designed to help high school students graduate ready for college. This study estimates the effectiveness of a transition program implemented statewide in Kentucky for high school seniors called Targeted Interventions (TI). Using 11 years of linked panel data, this study tracks the college progression of seven cohorts of students as they move from high school into college. Using a difference-in-regression discontinuity design, we estimate the program's impact on college credit attainment and transfer as well as the extent to which the program has helped reshape pathways through college. We find that the TI program significantly increased the likelihood that students would take at least 15 credits during the first term in college, a key measure that has been shown to be predictive of college completion. These early effects, however, do not translate into statistically significant impacts on the likelihood of transfers from a 2-year to a 4-year college, or the likelihood of earning enough credits to graduate from college. We discuss some possible explanations for why the TI program did not lead to observable improvements in college transfer or credit accumulation.
- Published
- 2021
4. The Impact of Transition Intervention in High School on Pathways through College
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Xu, Zeyu, Backes, Ben, and Goldhaber, Dan
- Abstract
Objective: In 2009, the Kentucky General Assembly found unacceptable and costly the ongoing high numbers of high school students requiring remediation once they enter higher education. The state passed legislation to better align secondary and college education, establishing a diagnostic cycle that would become its Targeted Interventions (TI) program. Using 11 years of panel data, this study tracked college progression of seven cohorts of students in order to estimate the impacts of this program. Method: Using student-level administrative data from the state of Kentucky that tracks students from high school through college, a difference-in-regression-discontinuity design was used to compare how students just below college readiness benchmarks fared relative to those just above once TI was implemented. Results: The TI program significantly increased the likelihood that students took at least 15 credits during their first term, a key predictive measure for college completion. However, these early effects did not translate into detectable impacts on the likelihood of earning enough credits to graduate from college or likelihood of transfers from a 2-year to a 4-year college. One possible explanation for this pattern is that TI appears to have crowded out other core courses in high school, especially in math, without increasing total instructional time. Findings suggest that the standards used by high schools to judge student progress toward college readiness may be consistent with the skills needed to place out of developmental courses, but not sufficient to better prepare students for college-level instruction. Contributions: To our knowledge, this is the first study to explore how TI shapes longer term college outcomes. The transition curriculum, while helping students avoid the need for college developmental courses, did not help a measurable share of students develop necessary skills to progress through college relative to what they would have otherwise taken. A possible explanation for these findings is that high school-to-college transition interventions that do not increase total instruction time do not sufficiently move the needle on the college preparedness among high school graduates. For states concerned with the number of students entering college deemed not college ready, it appears that high school-to-college transition interventions that supplant instead of supplement regular high school curriculum have a limited scope for impact on long-run college success.
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- 2023
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5. Targeted Interventions in High School: Preparing Students for College. Working Paper No. 232-0220
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National Center for Analysis of Longitudinal Data in Education Research (CALDER) at American Institutes for Research, Xu, Zeyu, Backes, Ben, Oliveira, Amanda, and Goldhaber, Dan
- Abstract
This study adds to the currently limited evidence base on the efficacy of interventions targeting non-college-ready high school students by examining the impact of Kentucky's Targeted Interventions (TI) program. We focus on interventions that students received under TI in the senior year of high school based on their 11th grade ACT test scores. Using difference-in-regression discontinuity and difference-in-difference designs with seven cohorts of 11th grade students, we find that, for an average per-student cost of about $600, TI significantly reduces the likelihood that students enroll in remedial course in both 2- and 4-year postsecondary institutions by 5-10 percentage points in math and 3-4 percentage points in English. These effects are similar among students who are eligible for free-or reduced-price lunch, Black and Hispanic students, students with remediation needs in multiple subjects, and students in lower-performing schools. Evidence also shows that TI increases the likelihood that students enroll in and pass college math before the end of the first year by four percentage points in 4-year universities. However, little evidence exists for TI affecting credit accumulation or persistence.
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- 2020
6. Ready for College? Examining the Effectiveness of Targeted Interventions in High School
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Xu, Zeyu, Backes, Ben, Oliveira, Amanda, and Goldhaber, Dan
- Abstract
Kentucky's Targeted Interventions (TI) program is a statewide intervention intended to prepare non-college-ready high school students for college-level coursework. Using a difference-in-regression discontinuity design, we find that TI reduces the likelihood that students enroll in remedial courses by 8 to 10 percentage points in math. These effects are similar or stronger among students who are eligible for free/reduced-price lunch, students with remediation needs in multiple subjects, and students in lower performing schools. TI also increases the likelihood that students enroll in and pass college math before the end of the first year in 4-year universities by 4 percentage points and by 9 percentage points among free/reduced-price lunch eligible students. However, we do not find evidence of TI affecting credit accumulation or persistence.
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- 2022
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7. The Common Core Conundrum: To What Extent Should We Worry That Changes to Assessments Will Affect Test-Based Measures of Teacher Performance?
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Backes, Ben, Cowan, James, Goldhaber, Dan, Koedel, Cory, Miller, Luke C., and Xu, Zeyu
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Policies that require the use of information about student achievement to evaluate teacher performance are becoming increasingly common across the United States, but there is some question as to how or whether to use student test-based teacher evaluations when student assessments change. We bring empirical evidence to bear on this issue. Specifically, we examine how estimates of teacher value-added are influenced by assessment changes across 12 test transitions in two subjects and five states. In all of the math transitions we study, value-added measures from test change years and stable regime years are broadly similar in terms of their statistical properties and informational content. This is also true for "some" of the reading transitions; we do find, however, some cases in which an assessment change in reading meaningfully alters value-added measures. Our study directly informs contemporary policy debates about how to evaluate teachers when new assessments are introduced and provides a general analytic framework for examining employee evaluation policies in the face of changing evaluation metrics. [This paper was published in "Economics of Education Review" v62 p48-65 2018.]
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- 2017
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8. The Common Core Conundrum: To What Extent Should We Worry That Changes to Assessments and Standards Will Affect Test-Based Measures of Teacher Performance? Working Paper 152
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National Center for Analysis of Longitudinal Data in Education Research (CALDER) at American Institutes for Research, Backes, Ben, Cowan, James, Goldhaber, Dan, Koedel, Cory, Miller, Luke, and Xu, Zeyu
- Abstract
Using administrative longitudinal data from five states, we study how value-added measures of teacher performance are affected by changes in state standards and assessments. We first document the stability of teachers' value-added rankings during transitions to new standard and assessment regimes and compare our findings to stability during stable standard and assessment regimes. We also examine the predictive validity of value-added estimates during nontransition years over transition-year student achievement. In most cases we find that measures of teacher value added are similarly stable in transition years and nontransition years. Moreover, there is no evidence that the level of disadvantage of students taught disproportionately influences teacher rankings in transition years relative to stable years. In the states we study, student achievement in math can consistently be forecasted accurately--although not perfectly--using value-added estimates for teachers during stable standards and assessment regimes. There was somewhat less consistency in reading, because we find cases where test transitions significantly reduced forecasting accuracy.
- Published
- 2016
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